shen_zheng = \
    ['300284.SZ', '000540.SZ', '002507.SZ', '002609.SZ', '300109.SZ', '300761.SZ', '300573.SZ', '002941.SZ',
     '002707.SZ', '000957.SZ', '300147.SZ', '002833.SZ', '002706.SZ', '300251.SZ', '002726.SZ', '002419.SZ',
     '002180.SZ', '300376.SZ', '300205.SZ', '300002.SZ', '000498.SZ', '300525.SZ', '300131.SZ', '000936.SZ',
     '000666.SZ', '002024.SZ', '002022.SZ', '002643.SZ', '002698.SZ', '002925.SZ', '000099.SZ', '000568.SZ',
     '300394.SZ', '000019.SZ', '000601.SZ', '000723.SZ', '300558.SZ', '000878.SZ', '000012.SZ', '300782.SZ',
     '000933.SZ', '300182.SZ', '002389.SZ', '002570.SZ', '000665.SZ', '002851.SZ', '300068.SZ', '000656.SZ',
     '000932.SZ', '000717.SZ', '300070.SZ', '000718.SZ', '300146.SZ', '000597.SZ', '000063.SZ', '002027.SZ',
     '000528.SZ', '300054.SZ', '002938.SZ', '002618.SZ', '000685.SZ', '300465.SZ', '002625.SZ', '000791.SZ',
     '002002.SZ', '000915.SZ', '300065.SZ', '002092.SZ', '000652.SZ', '300238.SZ', '002414.SZ', '000338.SZ',
     '002617.SZ', '300014.SZ', '000810.SZ', '002118.SZ', '300007.SZ', '002677.SZ', '002907.SZ', '000686.SZ', '000089.SZ',
     '000776.SZ', '000917.SZ', '002235.SZ', '300229.SZ', '000028.SZ', '000877.SZ', '002428.SZ', '300302.SZ', '300623.SZ',
     '002063.SZ', '300803.SZ', '000158.SZ', '300659.SZ', '300429.SZ', '002097.SZ', '002557.SZ', '002503.SZ', '300075.SZ',
     '300762.SZ', '000426.SZ', '000930.SZ', '000710.SZ', '002975.SZ', '300015.SZ', '300207.SZ', '300016.SZ', '002152.SZ',
     '002126.SZ', '002202.SZ', '002326.SZ', '000758.SZ', '300299.SZ', '000898.SZ', '002254.SZ', '002796.SZ', '000559.SZ',
     '002484.SZ', '000882.SZ', '002821.SZ', '002041.SZ', '002392.SZ', '002429.SZ', '001979.SZ', '002049.SZ', '002413.SZ',
     '000600.SZ', '002293.SZ', '002373.SZ', '300158.SZ', '000612.SZ', '300741.SZ', '300132.SZ', '300482.SZ', '000039.SZ',
     '300627.SZ', '002151.SZ', '000423.SZ', '000069.SZ', '002777.SZ', '300618.SZ', '300485.SZ', '000796.SZ', '000690.SZ',
     '000876.SZ', '002891.SZ', '000789.SZ', '002430.SZ', '300202.SZ', '002080.SZ', '300725.SZ', '002287.SZ', '300298.SZ',
     '002004.SZ', '300455.SZ', '002460.SZ', '300706.SZ', '002595.SZ', '000049.SZ', '002705.SZ', '002078.SZ', '000061.SZ',
     '002001.SZ', '000811.SZ', '300110.SZ', '002372.SZ', '002585.SZ', '002129.SZ', '000688.SZ', '002243.SZ', '002437.SZ',
     '300327.SZ', '300232.SZ', '300145.SZ', '000547.SZ', '300663.SZ', '002236.SZ', '002518.SZ', '002055.SZ', '300815.SZ',
     '002901.SZ', '300679.SZ', '300003.SZ', '000027.SZ', '300233.SZ', '000059.SZ', '002123.SZ', '300601.SZ', '000712.SZ',
     '300497.SZ', '300771.SZ', '000672.SZ', '300031.SZ', '000100.SZ', '300418.SZ', '300119.SZ', '002194.SZ', '002423.SZ',
     '300638.SZ', '300662.SZ', '002258.SZ', '300448.SZ', '002583.SZ', '002425.SZ', '002064.SZ', '300422.SZ', '002399.SZ',
     '002161.SZ', '002371.SZ', '002324.SZ', '000735.SZ', '002036.SZ', '300201.SZ', '000070.SZ', '300034.SZ', '002902.SZ',
     '002951.SZ', '002015.SZ', '002973.SZ', '300308.SZ', '002276.SZ', '002458.SZ', '300395.SZ', '000931.SZ', '002013.SZ',
     '002313.SZ', '300715.SZ', '000031.SZ', '000989.SZ', '300590.SZ', '002246.SZ', '002960.SZ', '002661.SZ', '002505.SZ',
     '000928.SZ', '300457.SZ', '000544.SZ', '002475.SZ', '002384.SZ', '002206.SZ', '000001.SZ', '002958.SZ', '300428.SZ',
     '002183.SZ', '300438.SZ', '002605.SZ', '002607.SZ', '002138.SZ', '000651.SZ', '300043.SZ', '300144.SZ', '300130.SZ',
     '000998.SZ', '002095.SZ', '000969.SZ', '002962.SZ', '002665.SZ', '300347.SZ', '300142.SZ', '002364.SZ', '300674.SZ',
     '002741.SZ', '002838.SZ', '002841.SZ', '000935.SZ', '000030.SZ', '000815.SZ', '000062.SZ', '300101.SZ', '002920.SZ',
     '002137.SZ', '002023.SZ', '000988.SZ', '300548.SZ', '300006.SZ', '000708.SZ', '002733.SZ', '002376.SZ', '002948.SZ',
     '002918.SZ', '002481.SZ', '000090.SZ', '002245.SZ', '002299.SZ', '300010.SZ', '300349.SZ', '000828.SZ', '000400.SZ',
     '002936.SZ', '002582.SZ', '000401.SZ', '002171.SZ', '002139.SZ', '000823.SZ', '002312.SZ', '002837.SZ', '000951.SZ',
     '300114.SZ', '000950.SZ', '300770.SZ', '002832.SZ', '002131.SZ', '002320.SZ', '300273.SZ', '300657.SZ', '002385.SZ',
     '300520.SZ', '002761.SZ', '002185.SZ', '300133.SZ', '002163.SZ', '002867.SZ', '000881.SZ', '300829.SZ', '300085.SZ',
     '002310.SZ', '300328.SZ', '002978.SZ', '002603.SZ', '300047.SZ', '002056.SZ', '002407.SZ', '002869.SZ', '002182.SZ',
     '300209.SZ', '300384.SZ', '300684.SZ', '002697.SZ', '002747.SZ', '000050.SZ', '000861.SZ', '000563.SZ', '002459.SZ',
     '002065.SZ', '300775.SZ', '002541.SZ', '002539.SZ', '300078.SZ', '002409.SZ', '002439.SZ', '002456.SZ', '000829.SZ',
     '002318.SZ', '300673.SZ', '000826.SZ', '002916.SZ', '300603.SZ', '000923.SZ', '002552.SZ', '300502.SZ', '000739.SZ',
     '002773.SZ', '002798.SZ', '002415.SZ', '300166.SZ', '300765.SZ', '300315.SZ', '002047.SZ', '300324.SZ', '002537.SZ',
     '300091.SZ', '002947.SZ', '002025.SZ', '000851.SZ', '002526.SZ', '000620.SZ', '300397.SZ', '000799.SZ', '000960.SZ',
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     '002217.SZ', '300257.SZ', '300037.SZ', '300113.SZ', '002081.SZ', '300634.SZ', '000415.SZ', '000725.SZ', '000961.SZ',
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     '002755.SZ', '300529.SZ', '002262.SZ', '002950.SZ', '002100.SZ', '000800.SZ', '002075.SZ', '002216.SZ', '300274.SZ',
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     '002019.SZ', '000550.SZ', '300755.SZ', '002745.SZ', '002396.SZ', '300633.SZ', '002616.SZ', '002831.SZ', '300143.SZ',
     '000818.SZ', '300496.SZ', '000913.SZ', '002510.SZ', '002303.SZ', '000009.SZ', '002128.SZ', '002812.SZ', '300604.SZ',
     '300783.SZ', '300433.SZ', '002519.SZ', '000060.SZ', '002611.SZ', '300672.SZ', '002717.SZ', '000970.SZ', '300441.SZ',
     '000517.SZ', '300148.SZ', '001696.SZ', '000987.SZ', '000973.SZ', '000921.SZ', '000732.SZ', '300036.SZ', '300134.SZ',
     '300504.SZ', '300696.SZ', '002596.SZ', '002030.SZ', '300088.SZ', '300750.SZ', '002179.SZ', '002099.SZ', '002600.SZ',
     '000066.SZ', '000795.SZ', '300177.SZ', '300677.SZ', '300408.SZ', '002266.SZ', '300180.SZ', '002237.SZ', '000990.SZ',
     '002314.SZ', '002158.SZ', '002462.SZ', '300219.SZ', '300033.SZ', '002369.SZ', '300294.SZ', '300568.SZ', '002797.SZ',
     '300276.SZ', '300821.SZ', '002690.SZ', '002970.SZ', '002424.SZ', '300766.SZ', '300206.SZ', '002032.SZ', '002544.SZ',
     '002352.SZ', '000910.SZ', '000078.SZ', '002545.SZ', '300124.SZ', '002497.SZ', '002244.SZ', '002093.SZ', '002506.SZ',
     '002461.SZ', '300577.SZ', '300456.SZ', '002955.SZ', '300058.SZ', '000925.SZ', '002727.SZ', '300596.SZ', '000592.SZ',
     '002959.SZ', '300459.SZ', '300244.SZ', '000166.SZ', '002449.SZ', '000963.SZ', '002491.SZ', '300099.SZ', '300191.SZ',
     '300255.SZ', '002261.SZ', '002547.SZ', '002108.SZ', '002673.SZ', '002110.SZ', '002241.SZ', '002400.SZ', '002881.SZ',
     '002402.SZ', '300639.SZ', '002567.SZ', '002434.SZ', '300785.SZ', '002961.SZ', '002085.SZ', '000021.SZ', '002632.SZ',
     '300266.SZ', '000582.SZ', '000543.SZ', '300793.SZ', '002201.SZ', '300017.SZ', '002436.SZ', '000402.SZ', '000676.SZ',
     '002242.SZ', '300768.SZ', '002807.SZ', '300188.SZ', '002249.SZ', '000596.SZ', '002130.SZ', '002556.SZ', '300039.SZ',
     '300463.SZ', '002038.SZ', '300760.SZ', '002378.SZ', '000657.SZ', '300427.SZ', '300072.SZ', '000630.SZ', '002061.SZ',
     '002277.SZ', '000683.SZ', '300365.SZ', '002558.SZ', '002224.SZ', '300630.SZ', '002635.SZ', '300118.SZ', '000036.SZ',
     '002174.SZ', '300288.SZ', '300791.SZ', '300748.SZ', '000403.SZ', '002344.SZ', '002913.SZ', '300738.SZ', '002839.SZ',
     '002010.SZ', '300256.SZ', '002532.SZ', '002239.SZ', '000905.SZ', '002238.SZ', '300776.SZ', '002926.SZ', '002648.SZ',
     '002117.SZ', '002203.SZ', '002928.SZ', '300369.SZ', '002212.SZ', '002746.SZ', '000629.SZ', '002929.SZ', '002859.SZ',
     '300570.SZ', '300303.SZ', '002083.SZ', '002285.SZ', '001965.SZ', '300185.SZ', '002028.SZ', '000836.SZ', '002252.SZ',
     '002048.SZ', '002531.SZ', '300999.SZ', '000733.SZ', '002008.SZ', '002631.SZ', '002145.SZ', '002294.SZ', '000623.SZ',
     '002847.SZ', '300576.SZ', '300773.SZ', '000807.SZ', '000661.SZ', '000860.SZ', '002641.SZ', '300423.SZ', '000519.SZ',
     '300653.SZ', '300523.SZ', '002597.SZ', '000869.SZ', '000967.SZ', '002111.SZ', '300401.SZ', '002815.SZ', '002489.SZ',
     '000883.SZ', '300252.SZ', '000584.SZ', '002057.SZ', '001914.SZ', '300487.SZ', '300253.SZ', '300079.SZ', '000831.SZ',
     '002683.SZ', '300676.SZ', '300215.SZ', '000895.SZ', '002935.SZ', '300767.SZ', '002737.SZ', '300357.SZ', '000999.SZ',
     '300559.SZ', '000786.SZ', '002311.SZ', '300137.SZ', '002500.SZ', '300709.SZ', '002050.SZ', '002939.SZ', '300026.SZ',
     '002662.SZ', '000507.SZ', '002268.SZ', '300044.SZ', '002479.SZ', '002168.SZ', '002051.SZ', '300747.SZ', '300406.SZ',
     '002007.SZ', '300476.SZ', '002555.SZ', '300470.SZ', '300066.SZ', '300080.SZ', '002386.SZ', '300413.SZ', '300115.SZ',
     '002368.SZ', '300613.SZ', '002228.SZ', '300567.SZ', '002685.SZ', '300495.SZ', '300468.SZ', '300184.SZ', '300664.SZ',
     '002275.SZ', '300318.SZ', '002135.SZ', '000885.SZ', '300526.SZ', '002714.SZ', '002273.SZ', '300136.SZ', '000035.SZ',
     '002195.SZ', '300702.SZ', '002271.SZ', '300572.SZ', '000726.SZ', '300222.SZ', '300339.SZ', '300342.SZ', '002701.SZ',
     '002375.SZ', '002446.SZ', '002398.SZ', '300009.SZ', '300451.SZ', '300021.SZ', '002792.SZ', '002387.SZ', '000793.SZ',
     '002550.SZ', '002353.SZ', '002104.SZ', '002074.SZ', '002573.SZ', '300805.SZ', '300203.SZ', '000671.SZ', '002031.SZ',
     '002146.SZ', '000301.SZ', '002362.SZ', '000157.SZ', '002190.SZ', '002279.SZ', '300398.SZ', '002572.SZ', '002467.SZ',
     '300379.SZ', '000625.SZ', '300386.SZ', '002463.SZ', '300527.SZ', '000777.SZ', '300737.SZ', '002301.SZ', '002602.SZ',
     '000968.SZ', '300012.SZ', '002302.SZ', '002672.SZ', '000627.SZ', '000650.SZ', '300045.SZ', '300348.SZ', '000058.SZ',
     '002408.SZ', '002292.SZ', '002850.SZ', '000903.SZ', '000785.SZ', '002640.SZ', '002440.SZ', '002157.SZ', '000959.SZ',
     '300263.SZ', '300287.SZ', '002639.SZ', '300292.SZ', '000682.SZ', '002422.SZ', '002204.SZ', '002906.SZ', '002191.SZ',
     '300346.SZ', '002465.SZ', '000887.SZ', '002880.SZ', '000639.SZ', '002818.SZ', '002335.SZ', '300607.SZ', '000680.SZ',
     '002358.SZ', '002515.SZ', '002895.SZ', '002793.SZ', '002367.SZ', '300552.SZ', '300531.SZ', '000006.SZ', '000016.SZ',
     '002079.SZ', '000768.SZ', '002977.SZ', '002106.SZ', '300352.SZ', '300699.SZ', '002522.SZ', '002670.SZ', '000997.SZ',
     '000858.SZ', '002930.SZ', '000025.SZ', '300666.SZ', '002651.SZ', '002756.SZ', '300777.SZ', '000567.SZ', '002653.SZ',
     '002082.SZ', '002127.SZ', '002933.SZ', '002911.SZ', '002035.SZ', '300763.SZ', '300296.SZ', '300020.SZ', '300366.SZ',
     '300127.SZ', '300458.SZ', '000501.SZ', '300236.SZ', '300319.SZ', '300096.SZ', '300751.SZ', '000032.SZ', '000538.SZ',
     '002937.SZ', '002610.SZ', '300224.SZ', '300409.SZ', '000902.SZ', '002226.SZ', '000617.SZ', '300759.SZ', '000555.SZ',
     '000537.SZ', '002410.SZ', '002840.SZ', '000703.SZ', '002969.SZ', '002912.SZ', '300212.SZ', '000581.SZ', '300723.SZ',
     '000801.SZ', '002240.SZ', '300655.SZ', '300355.SZ', '300388.SZ', '000912.SZ', '300081.SZ', '002034.SZ', '002155.SZ',
     '000783.SZ', '000729.SZ', '002091.SZ', '002331.SZ', '300383.SZ', '300724.SZ', '002307.SZ', '000839.SZ', '002946.SZ',
     '000778.SZ', '300571.SZ', '002308.SZ', '000603.SZ', '002508.SZ', '300170.SZ', '002281.SZ', '300661.SZ', '300122.SZ',
     '300123.SZ', '002594.SZ', '300316.SZ', '300516.SZ', '002966.SZ', '300226.SZ', '002322.SZ', '002222.SZ', '300128.SZ',
     '000420.SZ', '300001.SZ', '002274.SZ', '002169.SZ', '300726.SZ', '000926.SZ', '300171.SZ', '002382.SZ', '000088.SZ',
     '002351.SZ', '002619.SZ', '002017.SZ', '000937.SZ', '300151.SZ', '002624.SZ', '002530.SZ', '300183.SZ', '000750.SZ',
     '300799.SZ', '300326.SZ', '000975.SZ', '000156.SZ', '002709.SZ', '002791.SZ', '000728.SZ', '300474.SZ', '300271.SZ',
     '300616.SZ', '002601.SZ', '300073.SZ', '300237.SZ', '002298.SZ', '000681.SZ', '000938.SZ', '300055.SZ', '002563.SZ',
     '000046.SZ', '002468.SZ', '002044.SZ', '002390.SZ', '002589.SZ', '002332.SZ', '002223.SZ', '002768.SZ', '002233.SZ',
     '002189.SZ', '000976.SZ', '002215.SZ', '001872.SZ', '300190.SZ', '000889.SZ', '300624.SZ', '003816.SZ', '002405.SZ',
     '300053.SZ', '000011.SZ', '002982.SZ', '300377.SZ', '002980.SZ', '300740.SZ', '002197.SZ', '002317.SZ', '300373.SZ',
     '000034.SZ', '002985.SZ', '002649.SZ', '300788.SZ', '300595.SZ', '002309.SZ', '002421.SZ', '300322.SZ', '000875.SZ',
     '300685.SZ', '000425.SZ', '002493.SZ', '300602.SZ', '002234.SZ', '002636.SZ', '300297.SZ', '002124.SZ', '002416.SZ',
     '002474.SZ', '000977.SZ', '002782.SZ', '000738.SZ', '002488.SZ', '002736.SZ', '002156.SZ', '300149.SZ', '002250.SZ',
     '000958.SZ', '000667.SZ', '000546.SZ', '002153.SZ', '000333.SZ', '002803.SZ', '300024.SZ', '002528.SZ', '000488.SZ',
     '002675.SZ', '300059.SZ', '300194.SZ', '000553.SZ', '000029.SZ', '000983.SZ', '300739.SZ', '300285.SZ', '300083.SZ',
     '002251.SZ', '002304.SZ', '002845.SZ', '300579.SZ', '000825.SZ', '000848.SZ', '002626.SZ', '300450.SZ', '002498.SZ',
     '002043.SZ', '300735.SZ', '000513.SZ', '000709.SZ', '300477.SZ', '002511.SZ', '002551.SZ', '300682.SZ', '002548.SZ',
     '002214.SZ', '002663.SZ', '002542.SZ', '300855.SZ', '300857.SZ', '300353.SZ', '002343.SZ', '000711.SZ', '300856.SZ',
     '603408.SH', '000040.SZ', '002181.SZ', '002852.SZ', '002283.SZ', '300368.SZ', '002232.SZ', '002341.SZ', '002712.SZ',
     '000557.SZ', '000503.SZ', '300841.SZ', '002647.SZ', '002987.SZ', '000155.SZ', '300533.SZ', '300204.SZ', '300598.SZ',
     '002393.SZ', '002029.SZ', '300378.SZ', '002668.SZ', '300831.SZ', '002435.SZ', '000802.SZ', '002989.SZ', '300213.SZ',
     '300792.SZ', '002581.SZ', '300846.SZ', '605222.SH', '300393.SZ', '002991.SZ', '000516.SZ', '300300.SZ', '002383.SZ',
     '002562.SZ', '000900.SZ', '002482.SZ', '300800.SZ', '002291.SZ', '002267.SZ', '300323.SZ', '300842.SZ', '002565.SZ',
     '002512.SZ', '300506.SZ', '300307.SZ', '300439.SZ', '000065.SZ', '605199.SH', '300510.SZ', '300140.SZ', '002621.SZ',
     '000697.SZ', '605118.SH', '300198.SZ', '300267.SZ', '002646.SZ', '002016.SZ', '002979.SZ', '002516.SZ', '000038.SZ',
     '300310.SZ', '000751.SZ', '300311.SZ', '002990.SZ', '300102.SZ', '002218.SZ', '000797.SZ', '002166.SZ', '300363.SZ',
     '000566.SZ', '300208.SZ', '000561.SZ', '002822.SZ', '000918.SZ', '300798.SZ', '300248.SZ', '000720.SZ', '002657.SZ']


shang_zheng = \
    ['600558.SH', '600463.SH', '601166.SH', '601368.SH', '600969.SH', '603517.SH', '600419.SH', '603881.SH', '601311.SH',
     '603169.SH', '688159.SH', '600031.SH', '603238.SH', '600010.SH', '603025.SH', '600789.SH', '603227.SH', '600115.SH',
     '600673.SH', '600675.SH', '603031.SH', '603079.SH', '601928.SH', '600694.SH', '600805.SH', '600695.SH', '600217.SH',
     '600528.SH', '603015.SH', '603266.SH', '600596.SH', '603398.SH', '600333.SH', '600803.SH', '600962.SH', '688321.SH',
     '600213.SH', '603693.SH', '600814.SH', '688037.SH', '600750.SH', '603055.SH', '601199.SH', '600239.SH', '603020.SH',
     '600059.SH', '600630.SH', '600600.SH', '600035.SH', '603002.SH', '603730.SH', '603127.SH', '688118.SH', '600128.SH',
     '601965.SH', '603861.SH', '600389.SH', '601718.SH', '603767.SH', '600794.SH', '600593.SH', '600458.SH', '600133.SH',
     '601009.SH', '603388.SH', '600754.SH', '600742.SH', '603712.SH', '603078.SH', '600183.SH', '601117.SH', '600361.SH',
     '600711.SH', '603619.SH', '603928.SH', '600609.SH', '600624.SH', '600743.SH', '600966.SH', '603603.SH', '688029.SH',
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'601577.SH', '603557.SH', '600546.SH', '601228.SH', '601988.SH', '603026.SH', '603967.SH', '600697.SH', '600499.SH', '600613.SH', '600310.SH', '603969.SH', '600525.SH', '603823.SH', '600362.SH', '688128.SH', '603688.SH', '600288.SH', '603379.SH', '600236.SH', '600405.SH', '600735.SH', '601990.SH', '601222.SH', '601021.SH', '603019.SH', '600352.SH', '600826.SH', '600917.SH', '603843.SH', '601939.SH', '600780.SH', '600965.SH', '600348.SH', '603896.SH', '600323.SH', '603028.SH', '603083.SH', '603359.SH', '600820.SH', '603036.SH', '601669.SH', '603236.SH', '600278.SH', '600397.SH', '688116.SH', '600612.SH', '603160.SH', '603700.SH', '688001.SH', '603630.SH', '603899.SH', '603035.SH', '603773.SH', '603968.SH', '603108.SH', '601233.SH', '600884.SH', '603661.SH', '601607.SH', '603056.SH', '600664.SH', '603269.SH', '603690.SH', '603706.SH', '600283.SH', '603929.SH', '601700.SH', '600995.SH', '603489.SH', '600704.SH', '601579.SH', '603167.SH', '603926.SH', '600025.SH', '600168.SH', '688007.SH', '603809.SH', '603728.SH', '600720.SH', '603335.SH', '601200.SH', '603499.SH', '600072.SH', '600846.SH', '603179.SH', '600063.SH', '603012.SH', '601236.SH', '600985.SH', '603607.SH', '600812.SH', '603059.SH', '688233.SH', '603332.SH', '600797.SH', '600167.SH', '603659.SH', '600422.SH', '600456.SH', '601169.SH', '600329.SH', '600178.SH', '600136.SH', '600592.SH', '600018.SH', '603225.SH', '603327.SH', '600291.SH', '603322.SH', '603507.SH', '603609.SH', '600556.SH', '600489.SH', '601900.SH', '600444.SH', '601789.SH', '601238.SH', '603311.SH', '601366.SH', '603429.SH', '600007.SH', '600249.SH', '688019.SH', '600393.SH', '600506.SH', '601969.SH', '600578.SH', '603919.SH', '601996.SH', '688363.SH', '603917.SH', '600331.SH', '601818.SH', '600712.SH', '603315.SH', '603878.SH', '603368.SH', '600281.SH', '603195.SH', '600426.SH', '600971.SH', '603183.SH', '603886.SH', '603927.SH', '603611.SH', '600997.SH', '600850.SH', '600250.SH', '601918.SH', '601015.SH', '601677.SH', '601899.SH', '688266.SH', '600586.SH', '600160.SH', '600958.SH', '600748.SH', '600497.SH', '600279.SH', '601158.SH', '600590.SH', '600967.SH', '603778.SH', '603869.SH', '600461.SH', '603629.SH', '600359.SH', '600313.SH', '600550.SH', '600061.SH', '600282.SH', '600727.SH', '600919.SH', '600647.SH', '601997.SH', '603633.SH', '601007.SH', '603589.SH', '603396.SH', '603950.SH', '600768.SH', '688012.SH', '688058.SH', '600455.SH', '603883.SH', '601077.SH', '600863.SH', '603737.SH', '603636.SH', '603855.SH', '603336.SH', '600108.SH', '688368.SH', '600498.SH', '600355.SH', '603980.SH', '601678.SH', '601608.SH', '601010.SH', '603080.SH', '600436.SH', '600211.SH', '601106.SH', '603963.SH', '600562.SH', '688030.SH', '600300.SH', '601188.SH', '600790.SH', '601005.SH', '688200.SH', '603538.SH', '601991.SH', '603829.SH', '600798.SH', '601619.SH', '603066.SH', '600594.SH', '600569.SH', '688036.SH', '601611.SH', '600649.SH', '601881.SH', '600452.SH', '603326.SH', '603385.SH', '600055.SH', '688015.SH', '603363.SH', '600276.SH', '600691.SH', '603815.SH', '603890.SH', '603501.SH', '603709.SH', '600601.SH', '601086.SH', '603009.SH', '600643.SH', '600148.SH', '603656.SH', '600285.SH', '600229.SH', '600252.SH', '600438.SH', '603226.SH', '603655.SH', '603096.SH', '603519.SH', '600705.SH', '603259.SH', '603086.SH', '600681.SH', '600403.SH', '600575.SH', '603220.SH', '603535.SH', '600559.SH', '600268.SH', '600260.SH', '603657.SH', '600223.SH', '603703.SH', '600292.SH', '603260.SH', '603393.SH', '600076.SH', '603900.SH', '600988.SH', '600868.SH', '600335.SH', '603222.SH', '603278.SH', '600141.SH', '603300.SH', '600337.SH', '600267.SH', '603788.SH', '600811.SH', '601318.SH', '600517.SH', '601375.SH', '600706.SH', '600621.SH', '600640.SH', '601699.SH', '603392.SH', '603551.SH', '600093.SH', '601766.SH', '603099.SH', '600845.SH', '600771.SH', '603856.SH', '603916.SH', '600618.SH', '600409.SH', '600165.SH', '600222.SH', '601000.SH', '600326.SH', '600729.SH', '603888.SH', '600367.SH', '603826.SH', '603608.SH', '600156.SH', '600104.SH', '603386.SH', '603578.SH', '603598.SH', '601111.SH', '601808.SH', '603859.SH', '601288.SH', '600577.SH', '600491.SH', '600004.SH', '600587.SH', '600308.SH', '603357.SH', '600638.SH', '603685.SH', '603949.SH', '600415.SH', '600221.SH', '603305.SH', '603500.SH', '600433.SH', '600330.SH', '603863.SH', '600058.SH', '600716.SH', '600075.SH', '600655.SH', '603680.SH', '603610.SH', '600833.SH', '600724.SH', '600493.SH', '601689.SH', '603021.SH', '600232.SH', '603828.SH', '600835.SH', '601799.SH', '603819.SH', '601390.SH', '600166.SH', '600869.SH', '600858.SH', '603682.SH', '600088.SH', '603367.SH', '603579.SH', '603722.SH', '603288.SH', '600370.SH', '688268.SH', '603992.SH', '600057.SH', '603076.SH', '600396.SH', '601636.SH', '600103.SH', '600479.SH', '600475.SH', '603356.SH', '600351.SH', '600121.SH', '688398.SH', '600692.SH', '603299.SH', '603360.SH', '603612.SH', '688299.SH', '601898.SH', '603351.SH', '600302.SH', '600131.SH', '601139.SH', '600448.SH', '603713.SH', '600733.SH', '600715.SH', '600604.SH', '600939.SH', '601008.SH', '600368.SH', '600307.SH', '603580.SH', '603803.SH', '601860.SH', '603444.SH', '600382.SH', '600648.SH', '601872.SH', '600159.SH', '603938.SH', '601388.SH', '688310.SH', '600538.SH', '600060.SH', '600346.SH', '600261.SH', '600633.SH', '600477.SH', '600693.SH', '603013.SH']
# s = set(zhong_zheng_1000)
# zhong_zheng_1000 = s.difference(shen_zheng_1000)
# zhong_zheng_1000 = zhong_zheng_1000.difference(shang_zheng_zhi_shu)
# print(zhong_zheng_1000)
#print(len(shen_zheng_1000) + len(shang_zheng_zhi_shu))
